Cartographers and Photogrammetrists AI Reviewer
You will help improve AI systems by creating realistic mapping tasks, reviewing model responses, and explaining what needs to change. Your feedback will be based on professional standards used in cartography, photogrammetry, surveying, and geospatial work.
- Field
- Energy & earth sciences
- Where
- United States
- Commitment
- part time
- Hours
- up to 20/week
- Posted
- 3 days ago
Pay data for your profession: Science AI trainer jobs
How this pay compares
The title points to rating and reviewing ai output: judging a model's answers or code against guidelines, such as which of two is better or whether one is correct and safe. What each kind of AI training work pays
At $75/hr, this role pays more than 30% of the 52 open energy & earth sciences roles with a listed pay range, below the median of $80.
Among platforms with 10 or more priced energy & earth sciences roles, OpenTrain AI has the highest median ($85/hr across 39 roles) and Alignerr the lowest ($45/hr across 10).
OpenTrain AI roles that closed since late October stayed listed a median of 31 days (122 roles). OpenTrain AI posted this one 3 days ago.
Computed from 2,746 open roles we track across Mercor, micro1, Handshake AI, Alignerr, Appen and OpenTrain AI, refreshed daily. Midpoints of listed ranges; “up to” ceilings are left out of medians.
What you would earn at this rate
Rate
$75/hr
Per week, before tax
$1,500
Per month, if the work is steady
$6,500
- Tax
- Contract pay arrives with no tax withheld. A US contractor at this rate and these hours would set aside about $1,643 a month for self-employment tax plus federal income tax at the 12% bracket (25%, before state tax). Outside the US, your own country's rules apply.
Assumes paid hours only; unpaid assessments, onboarding and gaps between projects lower the real figure. Full take-home calculator · Track what you actually earn
Open energy & earth sciences roles on each platform
The same kind of work, priced on every platform we track, with the best-paid open role on each.
| Platform | Open | Median | Best-paid open role |
|---|---|---|---|
| OpenTrain AIthis role | 40 | $85/hr | Nuclear Science & Engineering Expert (AI Safety)$150/hr |
| micro1 | 3 | $80/hr3 priced | Marine Geology SME - Core Logging & Sedimentology$60-100/hr |
| Alignerr | 10 | $45/hr | Atmospheric Science Expert (Masters/PhDs)$75-90/hr |
| Handshake AI | 21 | up to $85/hr | Nuclear ProfessionalUp to $300/hr |
“Up to” rows list only ceilings, so their median is a maximum, not comparable with the range midpoints above them.
All 74 open energy & earth sciences roles →The full listing
As posted on OpenTrain AI. See the original
The work
You will help improve AI systems by creating realistic mapping tasks, reviewing model responses, and explaining what needs to change. Your feedback will be based on professional standards used in cartography, photogrammetry, surveying, and geospatial work.
- Create prompts that represent practical cartography and photogrammetry work.
- Rate AI responses for accuracy, completeness, relevance, and professional quality.
- Review content involving aerial photographs, surveys, satellite images, maps, charts, topographic features, and cultural features.
- Identify weaknesses in generated content and explain how to improve it.
- Assess work using knowledge of drone-based data collection, stereoplotting, computer graphics, and digital geospatial databases.
- Give clear, organized feedback about mapping and geospatial outputs.
What it pays and takes
This is remote, asynchronous work for professionals who can work independently and communicate clearly in writing. Prior AI training experience is not required.
- Pay: Up to $75 per hour.
- Schedule: Flexible, with a listed time requirement of 20+ hours per week.
- Location: Open to candidates in the United States.
- Language: Professional fluency in English.
- Experience: At least four years in cartography, photogrammetry, or a closely related mapping field.
- Skills: Experience compiling and analyzing aerial photographs, surveys, or satellite imagery.
- Skills: Ability to create or revise detailed maps and charts accurately and completely.
- Skills: Familiarity with delineating topographic and cultural features using precision stereoplotting equipment or computer graphics.
- Relevant experience: Drone-based high-resolution data collection or updating digital geospatial databases.
How it works
Apply on OpenTrain with your resume, then complete the application on the hiring site.
About AI training work
AI training is the human work behind systems that learn from examples, including reviewing model answers and writing useful prompts. People with professional expertise help models handle real workplace tasks more accurately and consistently.
From applying to your first payment on OpenTrain AI
- 1
Create a profile
Create a free OpenTrain profile with your domains, languages and hourly rate.
- 2
Apply
Apply to the listing. Some listings hire through OpenTrain; others send you to the hiring platform.
- 3
Funded milestones
The client funds each milestone before work starts.
- 4
First payment
OpenTrain pays out to your connected payout method when the client approves the milestone. It doesn't publish a fixed payout schedule.
Sources: OpenTrain: AI training careers, OpenTrain docs: invoicing and payouts
Full OpenTrain AI profile: watch-outs and the public record →Pay history
OpenTrain AI has listed this role at $75/hr since Nov 10, 2026 with no change.
What workers report about OpenTrain AI
Anonymous reports from people who applied or worked there: whether they got work, what they were paid and how fast.
Other energy & earth sciences roles
- Nuclear ProfessionalHandshake AIUp to $300/hr
- Nuclear Science & Engineering Expert (AI Safety)OpenTrain$150/hr
- QGIS SpecialistHandshake AIUp to $125/hr
- QGIS Specialist (Geospatial AI Training)OpenTrain$125/hr
- Spatial Data Analyst (GIS AI Evaluation)OpenTrain$125/hr
- AI Trainer (Earth & Environmental Sciences)OpenTrain$60-120/hr